The MetalBear Blog
Deep dives, how-tos, and field notes on Kubernetes development and AI-driven software engineering. From the MetalBear team, the company behind mirrord.
Everything you need to know before hitting the ground at KubeCon + CloudNativeCon Europe 2026, from the sessions we're excited about to the …
AI has made writing code faster than ever, but verification hasn't kept pace. Testing is now the bottleneck and here's how to fix it.
Run your changes as an isolated preview inside your staging cluster, share with stakeholders, and get feedback before you deploy—without …
Developer tools always come with a cost. Here's how to measure whether they're actually worth it.
MetalBear had a booth and a talk at the first London edition of ContainerDays. Here is what stood out.
Kubernetes handles scheduling and isolation well, but LLMs introduce new security risks. Here's how to build controls for prompt injection, …
Ship Faster, Ship Better
With mirrord, cloud developers can run local code like it's in their Kubernetes cluster — streamlining coding, debugging, testing, and troubleshooting.